Pandas Profiling Report

Dataset statistics

Number of variables	40
Number of observations	28836
Missing cells	25774
Missing cells (%)	2.2%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	4.9 MiB
Average record size in memory	178.1 B

Variable types

Numeric	15
Categorical	25

Alerts

`IncidentAddress` has a high cardinality: 1000 distinct values	High cardinality
`InsuredAge` is highly overall correlated with `CustomerLoyaltyPeriod`	High correlation
`InsuredZipCode` is highly overall correlated with `InsuredGender` and 22 other fields	High correlation
`CustomerLoyaltyPeriod` is highly overall correlated with `InsuredAge`	High correlation
`AmountOfTotalClaim` is highly overall correlated with `AmountOfInjuryClaim` and 3 other fields	High correlation
`AmountOfInjuryClaim` is highly overall correlated with `AmountOfTotalClaim` and 3 other fields	High correlation
`AmountOfPropertyClaim` is highly overall correlated with `AmountOfTotalClaim` and 3 other fields	High correlation
`AmountOfVehicleDamage` is highly overall correlated with `AmountOfTotalClaim` and 3 other fields	High correlation
`InsuredGender` is highly overall correlated with `InsuredZipCode`	High correlation
`InsuredEducationLevel` is highly overall correlated with `InsuredZipCode`	High correlation
`InsuredOccupation` is highly overall correlated with `InsuredZipCode`	High correlation
`InsuredHobbies` is highly overall correlated with `InsuredZipCode`	High correlation
`InsurancePolicyState` is highly overall correlated with `InsuredZipCode`	High correlation
`InsuredRelationship` is highly overall correlated with `InsuredZipCode`	High correlation
`TypeOfIncident` is highly overall correlated with `InsuredZipCode` and 5 other fields	High correlation
`TypeOfCollission` is highly overall correlated with `InsuredZipCode`	High correlation
`SeverityOfIncident` is highly overall correlated with `InsuredZipCode`	High correlation
`AuthoritiesContacted` is highly overall correlated with `InsuredZipCode`	High correlation
`IncidentState` is highly overall correlated with `InsuredZipCode`	High correlation
`IncidentCity` is highly overall correlated with `InsuredZipCode`	High correlation
`NumberOfVehicles` is highly overall correlated with `InsuredZipCode` and 1 other fields	High correlation
`PropertyDamage` is highly overall correlated with `InsuredZipCode`	High correlation
`BodilyInjuries` is highly overall correlated with `InsuredZipCode`	High correlation
`Witnesses` is highly overall correlated with `InsuredZipCode`	High correlation
`PoliceReport` is highly overall correlated with `InsuredZipCode`	High correlation
`VehicleMake` is highly overall correlated with `InsuredZipCode` and 1 other fields	High correlation
`VehicleModel` is highly overall correlated with `InsuredZipCode` and 1 other fields	High correlation
`ReportedFraud` is highly overall correlated with `InsuredZipCode`	High correlation
`SplitLimit` is highly overall correlated with `InsuredZipCode` and 1 other fields	High correlation
`CombinedSingleLimit` is highly overall correlated with `InsuredZipCode` and 1 other fields	High correlation
`MonthOfIncident` is highly overall correlated with `InsuredZipCode`	High correlation
`TypeOfCollission` has 5162 (17.9%) missing values	Missing
`PropertyDamage` has 10459 (36.3%) missing values	Missing
`PoliceReport` has 9805 (34.0%) missing values	Missing
`CapitalGains` has 15819 (54.9%) zeros	Zeros
`CapitalLoss` has 14759 (51.2%) zeros	Zeros
`UmbrellaLimit` has 21073 (73.1%) zeros	Zeros
`IncidentTime` has 391 (1.4%) zeros	Zeros

Reproduction

Analysis started	2023-03-16 00:46:47.357440
Analysis finished	2023-03-16 00:47:34.024113
Duration	46.67 seconds
Software version	ydata-profiling v0.0.dev0
Download configuration	config.json

InsuredAge
Real number (ℝ)

Distinct	46
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.81537

Minimum	19
Maximum	64
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	450.6 KiB

Quantile statistics

Minimum	19
5-th percentile	27
Q1	33
median	38
Q3	44
95-th percentile	54
Maximum	64
Range	45
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	7.9963773
Coefficient of variation (CV)	0.20601059
Kurtosis	-0.089283925
Mean	38.81537
Median Absolute Deviation (MAD)	5
Skewness	0.50641259
Sum	1119280
Variance	63.942051
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
34	1469	5.1%
38	1419	4.9%
37	1401	4.9%
39	1365	4.7%
36	1311	4.5%
40	1307	4.5%
35	1302	4.5%
33	1295	4.5%
32	1262	4.4%
41	1244	4.3%
Other values (36)	15461	53.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19	1	< 0.1%
20	12	< 0.1%
21	33	0.1%
22	40	0.1%
23	78	0.3%
24	149	0.5%
25	248	0.9%
26	421	1.5%
27	601	2.1%
28	804	2.8%

Value	Count	Frequency (%)
64	10	< 0.1%
63	13	< 0.1%
62	35	0.1%
61	118	0.4%
60	148	0.5%
59	164	0.6%
58	197	0.7%
57	190	0.7%
56	242	0.8%
55	261	0.9%

InsuredZipCode
Real number (ℝ)

Distinct	995
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	502436.58

Minimum	430104
Maximum	620962
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	450.6 KiB

Quantile statistics

Minimum	430104
5-th percentile	433184
Q1	448603
median	466691
Q3	603848
95-th percentile	617721
Maximum	620962
Range	190858
Interquartile range (IQR)	155245

Descriptive statistics

Standard deviation	72250.869
Coefficient of variation (CV)	0.14380097
Kurtosis	-1.2586207
Mean	502436.58
Median Absolute Deviation (MAD)	22536
Skewness	0.77530589
Sum	1.4488261 × 10¹⁰
Variance	5.2201881 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
446895	100	0.3%
612904	72	0.2%
476198	71	0.2%
608331	70	0.2%
440961	70	0.2%
477695	69	0.2%
457555	68	0.2%
432711	66	0.2%
433184	66	0.2%
478456	62	0.2%
Other values (985)	28122	97.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
430104	26	0.1%
430141	43	0.1%
430232	23	0.1%
430380	35	0.1%
430567	40	0.1%
430621	37	0.1%
430632	22	0.1%
430665	26	0.1%
430714	16	0.1%
430832	21	0.1%

Value	Count	Frequency (%)
620962	31	0.1%
620869	19	0.1%
620819	29	0.1%
620757	36	0.1%
620737	27	0.1%
620507	26	0.1%
620493	30	0.1%
620473	19	0.1%
620358	22	0.1%
620207	25	0.1%

InsuredGender
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	30
Missing (%)	0.1%
Memory size	253.6 KiB

FEMALE	15644
MALE	13162

Length

Max length	6
Median length	6
Mean length	5.0861626
Min length	4

Characters and Unicode

Total characters	146512
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	MALE
2nd row	MALE
3rd row	MALE
4th row	MALE
5th row	FEMALE

Common Values

Value	Count	Frequency (%)
FEMALE	15644	54.3%
MALE	13162	45.6%
(Missing)	30	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
female	15644	54.3%
male	13162	45.7%

Most occurring characters

Value	Count	Frequency (%)
E	44450	30.3%
M	28806	19.7%
A	28806	19.7%
L	28806	19.7%
F	15644	10.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	146512	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	44450	30.3%
M	28806	19.7%
A	28806	19.7%
L	28806	19.7%
F	15644	10.7%

Most occurring scripts

Value	Count	Frequency (%)
Latin	146512	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	44450	30.3%
M	28806	19.7%
A	28806	19.7%
L	28806	19.7%
F	15644	10.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	146512	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
E	44450	30.3%
M	28806	19.7%
A	28806	19.7%
L	28806	19.7%
F	15644	10.7%

InsuredEducationLevel
Categorical

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	253.8 KiB

JD	4808
High School	4583
MD	4161
Masters	4141
Associate	4125
Other values (2)	7018

Length

Max length	11
Median length	9
Mean length	5.8733874
Min length	2

Characters and Unicode

Total characters	169365
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	JD
2nd row	JD
3rd row	JD
4th row	JD
5th row	High School

Common Values

Value	Count	Frequency (%)
JD	4808	16.7%
High School	4583	15.9%
MD	4161	14.4%
Masters	4141	14.4%
Associate	4125	14.3%
PhD	3556	12.3%
College	3462	12.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
jd	4808	14.4%
high	4583	13.7%
school	4583	13.7%
md	4161	12.5%
masters	4141	12.4%
associate	4125	12.3%
phd	3556	10.6%
college	3462	10.4%

Most occurring characters

Value	Count	Frequency (%)
o	16753	9.9%
s	16532	9.8%
e	15190	9.0%
h	12722	7.5%
D	12525	7.4%
l	11507	6.8%
i	8708	5.1%
c	8708	5.1%
M	8302	4.9%
a	8266	4.9%
Other values (10)	50152	29.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	118838	70.2%
Uppercase Letter	45944	27.1%
Space Separator	4583	2.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	16753	14.1%
s	16532	13.9%
e	15190	12.8%
h	12722	10.7%
l	11507	9.7%
i	8708	7.3%
c	8708	7.3%
a	8266	7.0%
t	8266	7.0%
g	8045	6.8%

Uppercase Letter

Value	Count	Frequency (%)
D	12525	27.3%
M	8302	18.1%
J	4808	10.5%
S	4583	10.0%
H	4583	10.0%
A	4125	9.0%
P	3556	7.7%
C	3462	7.5%

Space Separator

Value	Count	Frequency (%)
	4583	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	164782	97.3%
Common	4583	2.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	16753	10.2%
s	16532	10.0%
e	15190	9.2%
h	12722	7.7%
D	12525	7.6%
l	11507	7.0%
i	8708	5.3%
c	8708	5.3%
M	8302	5.0%
a	8266	5.0%
Other values (9)	45569	27.7%

Common

Value	Count	Frequency (%)
	4583	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	169365	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	16753	9.9%
s	16532	9.8%
e	15190	9.0%
h	12722	7.5%
D	12525	7.4%
l	11507	6.8%
i	8708	5.1%
c	8708	5.1%
M	8302	4.9%
a	8266	4.9%
Other values (10)	50152	29.6%

InsuredOccupation
Categorical

Distinct	14
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	254.1 KiB

machine-op-inspct	2798
prof-specialty	2362
tech-support	2268
priv-house-serv	2176
exec-managerial	2148
Other values (9)	17084

Length

Max length	17
Median length	16
Mean length	13.541372
Min length	5

Characters and Unicode

Total characters	390479
Distinct characters	21
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	armed-forces
2nd row	tech-support
3rd row	armed-forces
4th row	armed-forces
5th row	exec-managerial

Common Values

Value	Count	Frequency (%)
machine-op-inspct	2798	9.7%
prof-specialty	2362	8.2%
tech-support	2268	7.9%
priv-house-serv	2176	7.5%
exec-managerial	2148	7.4%
sales	2133	7.4%
craft-repair	2130	7.4%
transport-moving	2079	7.2%
armed-forces	2032	7.0%
other-service	1965	6.8%
Other values (4)	6745	23.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
machine-op-inspct	2798	9.7%
prof-specialty	2362	8.2%
tech-support	2268	7.9%
priv-house-serv	2176	7.5%
exec-managerial	2148	7.4%
sales	2133	7.4%
craft-repair	2130	7.4%
transport-moving	2079	7.2%
armed-forces	2032	7.0%
other-service	1965	6.8%
Other values (4)	6745	23.4%

Most occurring characters

Value	Count	Frequency (%)
e	43937	11.3%
r	39606	10.1%
-	31677	8.1%
a	30536	7.8%
s	28417	7.3%
i	26991	6.9%
c	25538	6.5%
p	22956	5.9%
t	21379	5.5%
o	19474	5.0%
Other values (11)	99968	25.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	358802	91.9%
Dash Punctuation	31677	8.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	43937	12.2%
r	39606	11.0%
a	30536	8.5%
s	28417	7.9%
i	26991	7.5%
c	25538	7.1%
p	22956	6.4%
t	21379	6.0%
o	19474	5.4%
n	18114	5.0%
Other values (10)	81854	22.8%

Dash Punctuation

Value	Count	Frequency (%)
-	31677	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	358802	91.9%
Common	31677	8.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	43937	12.2%
r	39606	11.0%
a	30536	8.5%
s	28417	7.9%
i	26991	7.5%
c	25538	7.1%
p	22956	6.4%
t	21379	6.0%
o	19474	5.4%
n	18114	5.0%
Other values (10)	81854	22.8%

Common

Value	Count	Frequency (%)
-	31677	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	390479	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	43937	11.3%
r	39606	10.1%
-	31677	8.1%
a	30536	7.8%
s	28417	7.3%
i	26991	6.9%
c	25538	6.5%
p	22956	5.9%
t	21379	5.5%
o	19474	5.0%
Other values (11)	99968	25.6%

InsuredHobbies
Categorical

Distinct	20
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	254.1 KiB

bungie-jumping	1751
paintball	1688
camping	1681
kayaking	1611
exercise	1589
Other values (15)	20516

Length

Max length	14
Median length	11
Mean length	8.1953114
Min length	4

Characters and Unicode

Total characters	236320
Distinct characters	24
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	movies
2nd row	cross-fit
3rd row	polo
4th row	polo
5th row	dancing

Common Values

Value	Count	Frequency (%)
bungie-jumping	1751	6.1%
paintball	1688	5.9%
camping	1681	5.8%
kayaking	1611	5.6%
exercise	1589	5.5%
reading	1586	5.5%
movies	1529	5.3%
yachting	1486	5.2%
hiking	1483	5.1%
golf	1470	5.1%
Other values (10)	12962	45.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
bungie-jumping	1751	6.1%
paintball	1688	5.9%
camping	1681	5.8%
kayaking	1611	5.6%
exercise	1589	5.5%
reading	1586	5.5%
movies	1529	5.3%
yachting	1486	5.2%
hiking	1483	5.1%
base-jumping	1470	5.1%
Other values (10)	12962	45.0%

Most occurring characters

Value	Count	Frequency (%)
i	27006	11.4%
g	20939	8.9%
a	20258	8.6%
e	19992	8.5%
n	19560	8.3%
s	15940	6.7%
o	9824	4.2%
l	9452	4.0%
m	9247	3.9%
p	9190	3.9%
Other values (14)	74912	31.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	229034	96.9%
Dash Punctuation	7286	3.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	27006	11.8%
g	20939	9.1%
a	20258	8.8%
e	19992	8.7%
n	19560	8.5%
s	15940	7.0%
o	9824	4.3%
l	9452	4.1%
m	9247	4.0%
p	9190	4.0%
Other values (13)	67626	29.5%

Dash Punctuation

Value	Count	Frequency (%)
-	7286	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	229034	96.9%
Common	7286	3.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	27006	11.8%
g	20939	9.1%
a	20258	8.8%
e	19992	8.7%
n	19560	8.5%
s	15940	7.0%
o	9824	4.3%
l	9452	4.1%
m	9247	4.0%
p	9190	4.0%
Other values (13)	67626	29.5%

Common

Value	Count	Frequency (%)
-	7286	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	236320	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	27006	11.4%
g	20939	8.9%
a	20258	8.6%
e	19992	8.5%
n	19560	8.3%
s	15940	6.7%
o	9824	4.2%
l	9452	4.0%
m	9247	3.9%
p	9190	3.9%
Other values (14)	74912	31.7%

CapitalGains
Real number (ℝ)

Distinct	338
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23066.57

Minimum	0
Maximum	100500
Zeros	15819
Zeros (%)	54.9%
Negative	0
Negative (%)	0.0%
Memory size	450.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	49000
95-th percentile	70500
Maximum	100500
Range	100500
Interquartile range (IQR)	49000

Descriptive statistics

Standard deviation	27637.814
Coefficient of variation (CV)	1.1981762
Kurtosis	-1.1388804
Mean	23066.57
Median Absolute Deviation (MAD)	0
Skewness	0.6207995
Sum	6.651476 × 10⁸
Variance	7.6384875 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	15819	54.9%
44000	142	0.5%
51500	130	0.5%
55600	125	0.4%
75800	121	0.4%
63600	113	0.4%
46300	112	0.4%
49900	101	0.4%
51400	92	0.3%
68500	91	0.3%
Other values (328)	11990	41.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	15819	54.9%
800	33	0.1%
10000	29	0.1%
11000	22	0.1%
12100	48	0.2%
12800	26	0.1%
13100	56	0.2%
14100	27	0.1%
16100	35	0.1%
17300	44	0.2%

Value	Count	Frequency (%)
100500	16	0.1%
98800	22	0.1%
94800	40	0.1%
91900	22	0.1%
90700	45	0.2%
88800	21	0.1%
88400	33	0.1%
87800	29	0.1%
84900	36	0.1%
83900	39	0.1%

CapitalLoss
Real number (ℝ)

Distinct	354
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-24940.612

Minimum	-111100
Maximum	0
Zeros	14759
Zeros (%)	51.2%
Negative	14077
Negative (%)	48.8%
Memory size	450.6 KiB

Quantile statistics

Minimum	-111100
5-th percentile	-72000
Q1	-50000
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	111100
Interquartile range (IQR)	50000

Descriptive statistics

Standard deviation	27913.21
Coefficient of variation (CV)	-1.119187
Kurtosis	-1.2327114
Mean	-24940.612
Median Absolute Deviation (MAD)	0
Skewness	-0.50366421
Sum	-7.191875 × 10⁸
Variance	7.7914727 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	14759	51.2%
-53800	166	0.6%
-31700	148	0.5%
-61400	145	0.5%
-53700	138	0.5%
-32800	131	0.5%
-45100	128	0.4%
-45300	124	0.4%
-50300	120	0.4%
-45800	118	0.4%
Other values (344)	12859	44.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-111100	22	0.1%
-93600	25	0.1%
-91400	15	0.1%
-91200	44	0.2%
-90600	53	0.2%
-90200	27	0.1%
-90100	30	0.1%
-89400	28	0.1%
-88300	23	0.1%
-87300	17	0.1%

Value	Count	Frequency (%)
0	14759	51.2%
-5700	32	0.1%
-6300	36	0.1%
-8500	22	0.1%
-10600	25	0.1%
-12100	16	0.1%
-13200	29	0.1%
-13800	31	0.1%
-15600	17	0.1%
-15700	41	0.1%

CustomerLoyaltyPeriod
Real number (ℝ)

Distinct	479
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	203.06787

Minimum	1
Maximum	479
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	450.6 KiB

Quantile statistics

Minimum	1
5-th percentile	53
Q1	126
median	199
Q3	267
95-th percentile	395
Maximum	479
Range	478
Interquartile range (IQR)	141

Descriptive statistics

Standard deviation	99.932951
Coefficient of variation (CV)	0.49211603
Kurtosis	-0.30306084
Mean	203.06787
Median Absolute Deviation (MAD)	71
Skewness	0.39452232
Sum	5855665
Variance	9986.5948
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
255	146	0.5%
254	145	0.5%
212	136	0.5%
154	134	0.5%
239	131	0.5%
124	127	0.4%
210	126	0.4%
258	125	0.4%
286	124	0.4%
257	124	0.4%
Other values (469)	27518	95.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	5	< 0.1%
2	6	< 0.1%
3	4	< 0.1%
4	5	< 0.1%
5	14	< 0.1%
6	14	< 0.1%
7	19	0.1%
8	34	0.1%
9	20	0.1%
10	17	0.1%

Value	Count	Frequency (%)
479	2	< 0.1%
478	8	< 0.1%
477	4	< 0.1%
476	6	< 0.1%
475	14	< 0.1%
474	5	< 0.1%
473	6	< 0.1%
472	9	< 0.1%
471	8	< 0.1%
470	6	< 0.1%

InsurancePolicyState
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	253.6 KiB

State3	10146
State1	9716
State2	8974

Length

Max length	6
Median length	6
Mean length	6
Min length	6

Characters and Unicode

Total characters	173016
Distinct characters	7
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	State1
2nd row	State1
3rd row	State3
4th row	State2
5th row	State2

Common Values

Value	Count	Frequency (%)
State3	10146	35.2%
State1	9716	33.7%
State2	8974	31.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
state3	10146	35.2%
state1	9716	33.7%
state2	8974	31.1%

Most occurring characters

Value	Count	Frequency (%)
t	57672	33.3%
S	28836	16.7%
a	28836	16.7%
e	28836	16.7%
3	10146	5.9%
1	9716	5.6%
2	8974	5.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	115344	66.7%
Uppercase Letter	28836	16.7%
Decimal Number	28836	16.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	57672	50.0%
a	28836	25.0%
e	28836	25.0%

Decimal Number

Value	Count	Frequency (%)
3	10146	35.2%
1	9716	33.7%
2	8974	31.1%

Uppercase Letter

Value	Count	Frequency (%)
S	28836	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	144180	83.3%
Common	28836	16.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	57672	40.0%
S	28836	20.0%
a	28836	20.0%
e	28836	20.0%

Common

Value	Count	Frequency (%)
3	10146	35.2%
1	9716	33.7%
2	8974	31.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	173016	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	57672	33.3%
S	28836	16.7%
a	28836	16.7%
e	28836	16.7%
3	10146	5.9%
1	9716	5.6%
2	8974	5.2%

Policy_Deductible
Real number (ℝ)

Distinct	1496
Distinct (%)	5.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1114.2825

Minimum	500
Maximum	2000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	450.6 KiB

Quantile statistics

Minimum	500
5-th percentile	500
Q1	622
median	1000
Q3	1627
95-th percentile	2000
Maximum	2000
Range	1500
Interquartile range (IQR)	1005

Descriptive statistics

Standard deviation	546.63282
Coefficient of variation (CV)	0.49056931
Kurtosis	-1.1201301
Mean	1114.2825
Median Absolute Deviation (MAD)	441
Skewness	0.56765381
Sum	32131451
Variance	298807.44
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
500	5292	18.4%
2000	5270	18.3%
1000	5064	17.6%
647	28	0.1%
722	27	0.1%
908	26	0.1%
950	26	0.1%
641	26	0.1%
964	25	0.1%
999	25	0.1%
Other values (1486)	13027	45.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
500	5292	18.4%
501	15	0.1%
502	18	0.1%
503	22	0.1%
504	16	0.1%
505	10	< 0.1%
506	15	0.1%
507	15	0.1%
508	18	0.1%
509	19	0.1%

Value	Count	Frequency (%)
2000	5270	18.3%
1999	7	< 0.1%
1998	4	< 0.1%
1997	6	< 0.1%
1996	2	< 0.1%
1995	5	< 0.1%
1994	3	< 0.1%
1993	4	< 0.1%
1992	2	< 0.1%
1991	4	< 0.1%

PolicyAnnualPremium
Real number (ℝ)

Distinct	23851
Distinct (%)	83.1%
Missing	141
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	1261.7026

Minimum	436.28
Maximum	2047.59
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	450.6 KiB

Quantile statistics

Minimum	436.28
5-th percentile	922.613
Q1	1124.425
median	1266.44
Q3	1397.2
95-th percentile	1591.232
Maximum	2047.59
Range	1611.31
Interquartile range (IQR)	272.775

Descriptive statistics

Standard deviation	205.38516
Coefficient of variation (CV)	0.16278412
Kurtosis	0.12295146
Mean	1261.7026
Median Absolute Deviation (MAD)	136.45
Skewness	0.012343957
Sum	36204557
Variance	42183.063
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1310.77	7	< 0.1%
1310.78	6	< 0.1%
1285.77	5	< 0.1%
1226.29	5	< 0.1%
1298.8	5	< 0.1%
1278.14	5	< 0.1%
1168.02	5	< 0.1%
1334.47	5	< 0.1%
1315.68	5	< 0.1%
1326.98	5	< 0.1%
Other values (23841)	28642	99.3%
(Missing)	141	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
436.28	1	< 0.1%
469.23	1	< 0.1%
484.67	1	< 0.1%
489.52	1	< 0.1%
491.56	1	< 0.1%
493.37	1	< 0.1%
493.58	1	< 0.1%
517.01	1	< 0.1%
532.04	1	< 0.1%
534.07	1	< 0.1%

Value	Count	Frequency (%)
2047.59	1	< 0.1%
2043.56	1	< 0.1%
2041.82	1	< 0.1%
2014.2	1	< 0.1%
1999.97	1	< 0.1%
1998.54	1	< 0.1%
1986.6	1	< 0.1%
1977.79	1	< 0.1%
1969.63	1	< 0.1%
1965.03	1	< 0.1%

UmbrellaLimit
Real number (ℝ)

Distinct	7089
Distinct (%)	24.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	983668.03

Minimum	-1000000
Maximum	10000000
Zeros	21073
Zeros (%)	73.1%
Negative	34
Negative (%)	0.1%
Memory size	450.6 KiB

Quantile statistics

Minimum	-1000000
5-th percentile	0
Q1	0
median	0
Q3	485961
95-th percentile	5928631.5
Maximum	10000000
Range	11000000
Interquartile range (IQR)	485961

Descriptive statistics

Standard deviation	1969282
Coefficient of variation (CV)	2.0019783
Kurtosis	2.4918789
Mean	983668.03
Median Absolute Deviation (MAD)	0
Skewness	1.9251235
Sum	2.8365051 × 10¹⁰
Variance	3.8780718 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	21073	73.1%
6000000	313	1.1%
5000000	139	0.5%
7000000	115	0.4%
4000000	71	0.2%
9000000	17	0.1%
3000000	9	< 0.1%
8000000	7	< 0.1%
2000000	3	< 0.1%
4234331	2	< 0.1%
Other values (7079)	7087	24.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1000000	1	< 0.1%
-994831	1	< 0.1%
-959396	1	< 0.1%
-934826	1	< 0.1%
-917296	1	< 0.1%
-902278	1	< 0.1%
-896857	1	< 0.1%
-872859	1	< 0.1%
-855720	1	< 0.1%
-843740	1	< 0.1%

Value	Count	Frequency (%)
10000000	1	< 0.1%
9999481	1	< 0.1%
9957050	1	< 0.1%
9896244	1	< 0.1%
9805227	1	< 0.1%
9789696	1	< 0.1%
9675942	1	< 0.1%
9639501	1	< 0.1%
9634528	1	< 0.1%
9439351	1	< 0.1%

InsuredRelationship
Categorical

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	253.7 KiB

own-child	5242
not-in-family	5222
other-relative	5153
husband	5002
wife	4224

Length

Max length	14
Median length	13
Mean length	9.5385282
Min length	4

Characters and Unicode

Total characters	275053
Distinct characters	20
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	not-in-family
2nd row	not-in-family
3rd row	wife
4th row	own-child
5th row	unmarried

Common Values

Value	Count	Frequency (%)
own-child	5242	18.2%
not-in-family	5222	18.1%
other-relative	5153	17.9%
husband	5002	17.3%
wife	4224	14.6%
unmarried	3993	13.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
own-child	5242	18.2%
not-in-family	5222	18.1%
other-relative	5153	17.9%
husband	5002	17.3%
wife	4224	14.6%
unmarried	3993	13.8%

Most occurring characters

Value	Count	Frequency (%)
i	29056	10.6%
n	24681	9.0%
e	23676	8.6%
-	20839	7.6%
a	19370	7.0%
r	18292	6.7%
o	15617	5.7%
l	15617	5.7%
t	15528	5.6%
h	15397	5.6%
Other values (10)	76980	28.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	254214	92.4%
Dash Punctuation	20839	7.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	29056	11.4%
n	24681	9.7%
e	23676	9.3%
a	19370	7.6%
r	18292	7.2%
o	15617	6.1%
l	15617	6.1%
t	15528	6.1%
h	15397	6.1%
d	14237	5.6%
Other values (9)	62743	24.7%

Dash Punctuation

Value	Count	Frequency (%)
-	20839	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	254214	92.4%
Common	20839	7.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	29056	11.4%
n	24681	9.7%
e	23676	9.3%
a	19370	7.6%
r	18292	7.2%
o	15617	6.1%
l	15617	6.1%
t	15528	6.1%
h	15397	6.1%
d	14237	5.6%
Other values (9)	62743	24.7%

Common

Value	Count	Frequency (%)
-	20839	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	275053	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	29056	10.6%
n	24681	9.0%
e	23676	8.6%
-	20839	7.6%
a	19370	7.0%
r	18292	6.7%
o	15617	5.7%
l	15617	5.7%
t	15528	5.6%
h	15397	5.6%
Other values (10)	76980	28.0%

TypeOfIncident
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	253.6 KiB

Multi-vehicle Collision	11966
Single Vehicle Collision	11677
Vehicle Theft	2685
Parked Car	2508

Length

Max length	24
Median length	23
Mean length	21.343147
Min length	10

Characters and Unicode

Total characters	615451
Distinct characters	25
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Multi-vehicle Collision
2nd row	Multi-vehicle Collision
3rd row	Single Vehicle Collision
4th row	Single Vehicle Collision
5th row	Single Vehicle Collision

Common Values

Value	Count	Frequency (%)
Multi-vehicle Collision	11966	41.5%
Single Vehicle Collision	11677	40.5%
Vehicle Theft	2685	9.3%
Parked Car	2508	8.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
collision	23643	34.1%
vehicle	14362	20.7%
multi-vehicle	11966	17.3%
single	11677	16.8%
theft	2685	3.9%
parked	2508	3.6%
car	2508	3.6%

Most occurring characters

Value	Count	Frequency (%)
l	97257	15.8%
i	97257	15.8%
e	69526	11.3%
o	47286	7.7%
	40513	6.6%
n	35320	5.7%
h	29013	4.7%
c	26328	4.3%
C	26151	4.2%
s	23643	3.8%
Other values (15)	123157	20.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	493623	80.2%
Uppercase Letter	69349	11.3%
Space Separator	40513	6.6%
Dash Punctuation	11966	1.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
l	97257	19.7%
i	97257	19.7%
e	69526	14.1%
o	47286	9.6%
n	35320	7.2%
h	29013	5.9%
c	26328	5.3%
s	23643	4.8%
t	14651	3.0%
u	11966	2.4%
Other values (7)	41376	8.4%

Uppercase Letter

Value	Count	Frequency (%)
C	26151	37.7%
V	14362	20.7%
M	11966	17.3%
S	11677	16.8%
T	2685	3.9%
P	2508	3.6%

Space Separator

Value	Count	Frequency (%)
	40513	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	11966	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	562972	91.5%
Common	52479	8.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
l	97257	17.3%
i	97257	17.3%
e	69526	12.3%
o	47286	8.4%
n	35320	6.3%
h	29013	5.2%
c	26328	4.7%
C	26151	4.6%
s	23643	4.2%
t	14651	2.6%
Other values (13)	96540	17.1%

Common

Value	Count	Frequency (%)
	40513	77.2%
-	11966	22.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	615451	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
l	97257	15.8%
i	97257	15.8%
e	69526	11.3%
o	47286	7.7%
	40513	6.6%
n	35320	5.7%
h	29013	4.7%
c	26328	4.3%
C	26151	4.2%
s	23643	3.8%
Other values (15)	123157	20.0%

TypeOfCollission
Categorical

HIGH CORRELATION MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	5162
Missing (%)	17.9%
Memory size	253.6 KiB

Rear Collision	8561
Side Collision	7867
Front Collision	7246

Length

Max length	15
Median length	14
Mean length	14.306074
Min length	14

Characters and Unicode

Total characters	338682
Distinct characters	15
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Side Collision
2nd row	Side Collision
3rd row	Side Collision
4th row	Side Collision
5th row	Rear Collision

Common Values

Value	Count	Frequency (%)
Rear Collision	8561	29.7%
Side Collision	7867	27.3%
Front Collision	7246	25.1%
(Missing)	5162	17.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
collision	23674	50.0%
rear	8561	18.1%
side	7867	16.6%
front	7246	15.3%

Most occurring characters

Value	Count	Frequency (%)
i	55215	16.3%
o	54594	16.1%
l	47348	14.0%
n	30920	9.1%
	23674	7.0%
C	23674	7.0%
s	23674	7.0%
e	16428	4.9%
r	15807	4.7%
R	8561	2.5%
Other values (5)	38787	11.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	267660	79.0%
Uppercase Letter	47348	14.0%
Space Separator	23674	7.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	55215	20.6%
o	54594	20.4%
l	47348	17.7%
n	30920	11.6%
s	23674	8.8%
e	16428	6.1%
r	15807	5.9%
a	8561	3.2%
d	7867	2.9%
t	7246	2.7%

Uppercase Letter

Value	Count	Frequency (%)
C	23674	50.0%
R	8561	18.1%
S	7867	16.6%
F	7246	15.3%

Space Separator

Value	Count	Frequency (%)
	23674	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	315008	93.0%
Common	23674	7.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	55215	17.5%
o	54594	17.3%
l	47348	15.0%
n	30920	9.8%
C	23674	7.5%
s	23674	7.5%
e	16428	5.2%
r	15807	5.0%
R	8561	2.7%
a	8561	2.7%
Other values (4)	30226	9.6%

Common

Value	Count	Frequency (%)
	23674	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	338682	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	55215	16.3%
o	54594	16.1%
l	47348	14.0%
n	30920	9.1%
	23674	7.0%
C	23674	7.0%
s	23674	7.0%
e	16428	4.9%
r	15807	4.7%
R	8561	2.5%
Other values (5)	38787	11.5%

SeverityOfIncident
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	253.6 KiB

Minor Damage	10400
Total Loss	8218
Major Damage	7671
Trivial Damage	2547

Length

Max length	14
Median length	12
Mean length	11.606672
Min length	10

Characters and Unicode

Total characters	334690
Distinct characters	18
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Total Loss
2nd row	Total Loss
3rd row	Minor Damage
4th row	Minor Damage
5th row	Minor Damage

Common Values

Value	Count	Frequency (%)
Minor Damage	10400	36.1%
Total Loss	8218	28.5%
Major Damage	7671	26.6%
Trivial Damage	2547	8.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
damage	20618	35.8%
minor	10400	18.0%
total	8218	14.2%
loss	8218	14.2%
major	7671	13.3%
trivial	2547	4.4%

Most occurring characters

Value	Count	Frequency (%)
a	59672	17.8%
o	34507	10.3%
	28836	8.6%
g	20618	6.2%
m	20618	6.2%
e	20618	6.2%
r	20618	6.2%
D	20618	6.2%
M	18071	5.4%
s	16436	4.9%
Other values (8)	74078	22.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	248182	74.2%
Uppercase Letter	57672	17.2%
Space Separator	28836	8.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	59672	24.0%
o	34507	13.9%
g	20618	8.3%
m	20618	8.3%
e	20618	8.3%
r	20618	8.3%
s	16436	6.6%
i	15494	6.2%
l	10765	4.3%
n	10400	4.2%
Other values (3)	18436	7.4%

Uppercase Letter

Value	Count	Frequency (%)
D	20618	35.8%
M	18071	31.3%
T	10765	18.7%
L	8218	14.2%

Space Separator

Value	Count	Frequency (%)
	28836	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	305854	91.4%
Common	28836	8.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	59672	19.5%
o	34507	11.3%
g	20618	6.7%
m	20618	6.7%
e	20618	6.7%
r	20618	6.7%
D	20618	6.7%
M	18071	5.9%
s	16436	5.4%
i	15494	5.1%
Other values (7)	58584	19.2%

Common

Value	Count	Frequency (%)
	28836	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	334690	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	59672	17.8%
o	34507	10.3%
	28836	8.6%
g	20618	6.2%
m	20618	6.2%
e	20618	6.2%
r	20618	6.2%
D	20618	6.2%
M	18071	5.4%
s	16436	4.9%
Other values (8)	74078	22.1%

AuthoritiesContacted
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	253.6 KiB

Police	8324
Fire	6518
Ambulance	5732
Other	5570
None	2692

Length

Max length	9
Median length	6
Mean length	5.7643917
Min length	4

Characters and Unicode

Total characters	166222
Distinct characters	18
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Police
2nd row	Police
3rd row	Other
4th row	Other
5th row	Fire

Common Values

Value	Count	Frequency (%)
Police	8324	28.9%
Fire	6518	22.6%
Ambulance	5732	19.9%
Other	5570	19.3%
None	2692	9.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
police	8324	28.9%
fire	6518	22.6%
ambulance	5732	19.9%
other	5570	19.3%
none	2692	9.3%

Most occurring characters

Value	Count	Frequency (%)
e	28836	17.3%
i	14842	8.9%
l	14056	8.5%
c	14056	8.5%
r	12088	7.3%
o	11016	6.6%
n	8424	5.1%
P	8324	5.0%
F	6518	3.9%
u	5732	3.4%
Other values (8)	42330	25.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	137386	82.7%
Uppercase Letter	28836	17.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	28836	21.0%
i	14842	10.8%
l	14056	10.2%
c	14056	10.2%
r	12088	8.8%
o	11016	8.0%
n	8424	6.1%
u	5732	4.2%
a	5732	4.2%
m	5732	4.2%
Other values (3)	16872	12.3%

Uppercase Letter

Value	Count	Frequency (%)
P	8324	28.9%
F	6518	22.6%
A	5732	19.9%
O	5570	19.3%
N	2692	9.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	166222	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	28836	17.3%
i	14842	8.9%
l	14056	8.5%
c	14056	8.5%
r	12088	7.3%
o	11016	6.6%
n	8424	5.1%
P	8324	5.0%
F	6518	3.9%
u	5732	3.4%
Other values (8)	42330	25.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	166222	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	28836	17.3%
i	14842	8.9%
l	14056	8.5%
c	14056	8.5%
r	12088	7.3%
o	11016	6.6%
n	8424	5.1%
P	8324	5.0%
F	6518	3.9%
u	5732	3.4%
Other values (8)	42330	25.5%

IncidentState
Categorical

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	253.8 KiB

State5	7886
State7	7168
State9	6161
State8	3181
State4	3029
Other values (2)	1411

Length

Max length	6
Median length	6
Mean length	6
Min length	6

Characters and Unicode

Total characters	173016
Distinct characters	11
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	State7
2nd row	State7
3rd row	State8
4th row	State9
5th row	State8

Common Values

Value	Count	Frequency (%)
State5	7886	27.3%
State7	7168	24.9%
State9	6161	21.4%
State8	3181	11.0%
State4	3029	10.5%
State6	810	2.8%
State3	601	2.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
state5	7886	27.3%
state7	7168	24.9%
state9	6161	21.4%
state8	3181	11.0%
state4	3029	10.5%
state6	810	2.8%
state3	601	2.1%

Most occurring characters

Value	Count	Frequency (%)
t	57672	33.3%
S	28836	16.7%
a	28836	16.7%
e	28836	16.7%
5	7886	4.6%
7	7168	4.1%
9	6161	3.6%
8	3181	1.8%
4	3029	1.8%
6	810	0.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	115344	66.7%
Uppercase Letter	28836	16.7%
Decimal Number	28836	16.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	7886	27.3%
7	7168	24.9%
9	6161	21.4%
8	3181	11.0%
4	3029	10.5%
6	810	2.8%
3	601	2.1%

Lowercase Letter

Value	Count	Frequency (%)
t	57672	50.0%
a	28836	25.0%
e	28836	25.0%

Uppercase Letter

Value	Count	Frequency (%)
S	28836	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	144180	83.3%
Common	28836	16.7%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	7886	27.3%
7	7168	24.9%
9	6161	21.4%
8	3181	11.0%
4	3029	10.5%
6	810	2.8%
3	601	2.1%

Latin

Value	Count	Frequency (%)
t	57672	40.0%
S	28836	20.0%
a	28836	20.0%
e	28836	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	173016	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	57672	33.3%
S	28836	16.7%
a	28836	16.7%
e	28836	16.7%
5	7886	4.6%
7	7168	4.1%
9	6161	3.6%
8	3181	1.8%
4	3029	1.8%
6	810	0.5%

IncidentCity
Categorical

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	253.8 KiB

City2	4486
City1	4374
City4	4311
City7	4216
City3	4073
Other values (2)	7376

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	144180
Distinct characters	11
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	City1
2nd row	City5
3rd row	City6
4th row	City6
5th row	City6

Common Values

Value	Count	Frequency (%)
City2	4486	15.6%
City1	4374	15.2%
City4	4311	15.0%
City7	4216	14.6%
City3	4073	14.1%
City5	3698	12.8%
City6	3678	12.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
city2	4486	15.6%
city1	4374	15.2%
city4	4311	15.0%
city7	4216	14.6%
city3	4073	14.1%
city5	3698	12.8%
city6	3678	12.8%

Most occurring characters

Value	Count	Frequency (%)
C	28836	20.0%
i	28836	20.0%
t	28836	20.0%
y	28836	20.0%
2	4486	3.1%
1	4374	3.0%
4	4311	3.0%
7	4216	2.9%
3	4073	2.8%
5	3698	2.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	86508	60.0%
Uppercase Letter	28836	20.0%
Decimal Number	28836	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	4486	15.6%
1	4374	15.2%
4	4311	15.0%
7	4216	14.6%
3	4073	14.1%
5	3698	12.8%
6	3678	12.8%

Lowercase Letter

Value	Count	Frequency (%)
i	28836	33.3%
t	28836	33.3%
y	28836	33.3%

Uppercase Letter

Value	Count	Frequency (%)
C	28836	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	115344	80.0%
Common	28836	20.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	4486	15.6%
1	4374	15.2%
4	4311	15.0%
7	4216	14.6%
3	4073	14.1%
5	3698	12.8%
6	3678	12.8%

Latin

Value	Count	Frequency (%)
C	28836	25.0%
i	28836	25.0%
t	28836	25.0%
y	28836	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	144180	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
C	28836	20.0%
i	28836	20.0%
t	28836	20.0%
y	28836	20.0%
2	4486	3.1%
1	4374	3.0%
4	4311	3.0%
7	4216	2.9%
3	4073	2.8%
5	3698	2.6%

IncidentAddress
Categorical

Distinct	1000
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Memory size	321.7 KiB

Location 1341	73
Location 1254	72
Location 1227	71
Location 2006	70
Location 1136	68
Other values (995)	28482

Length

Max length	13
Median length	13
Mean length	13
Min length	13

Characters and Unicode

Total characters	374868
Distinct characters	18
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Location 1311
2nd row	Location 1311
3rd row	Location 2081
4th row	Location 2081
5th row	Location 1695

Common Values

Value	Count	Frequency (%)
Location 1341	73	0.3%
Location 1254	72	0.2%
Location 1227	71	0.2%
Location 2006	70	0.2%
Location 1136	68	0.2%
Location 1192	67	0.2%
Location 1223	66	0.2%
Location 1321	66	0.2%
Location 1375	66	0.2%
Location 1469	65	0.2%
Other values (990)	28152	97.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
location	28836	50.0%
1341	73	0.1%
1254	72	0.1%
1227	71	0.1%
2006	70	0.1%
1136	68	0.1%
1192	67	0.1%
1223	66	0.1%
1321	66	0.1%
1375	66	0.1%
Other values (991)	28217	48.9%

Most occurring characters

Value	Count	Frequency (%)
o	57672	15.4%
1	34985	9.3%
L	28836	7.7%
c	28836	7.7%
a	28836	7.7%
t	28836	7.7%
i	28836	7.7%
n	28836	7.7%
	28836	7.7%
2	11064	3.0%
Other values (8)	69295	18.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	201852	53.8%
Decimal Number	115344	30.8%
Uppercase Letter	28836	7.7%
Space Separator	28836	7.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	34985	30.3%
2	11064	9.6%
0	10717	9.3%
4	8515	7.4%
7	8508	7.4%
6	8474	7.3%
9	8392	7.3%
5	8317	7.2%
8	8292	7.2%
3	8080	7.0%

Lowercase Letter

Value	Count	Frequency (%)
o	57672	28.6%
c	28836	14.3%
a	28836	14.3%
t	28836	14.3%
i	28836	14.3%
n	28836	14.3%

Uppercase Letter

Value	Count	Frequency (%)
L	28836	100.0%

Space Separator

Value	Count	Frequency (%)
	28836	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	230688	61.5%
Common	144180	38.5%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	34985	24.3%
	28836	20.0%
2	11064	7.7%
0	10717	7.4%
4	8515	5.9%
7	8508	5.9%
6	8474	5.9%
9	8392	5.8%
5	8317	5.8%
8	8292	5.8%

Latin

Value	Count	Frequency (%)
o	57672	25.0%
L	28836	12.5%
c	28836	12.5%
a	28836	12.5%
t	28836	12.5%
i	28836	12.5%
n	28836	12.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	374868	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	57672	15.4%
1	34985	9.3%
L	28836	7.7%
c	28836	7.7%
a	28836	7.7%
t	28836	7.7%
i	28836	7.7%
n	28836	7.7%
	28836	7.7%
2	11064	3.0%
Other values (8)	69295	18.5%

IncidentTime
Real number (ℝ)

Distinct	24
Distinct (%)	0.1%
Missing	31
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	11.764069

Minimum	0
Maximum	23
Zeros	391
Zeros (%)	1.4%
Negative	0
Negative (%)	0.0%
Memory size	450.6 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	6
median	12
Q3	17
95-th percentile	21
Maximum	23
Range	23
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	6.148869
Coefficient of variation (CV)	0.52268217
Kurtosis	-1.1049399
Mean	11.764069
Median Absolute Deviation (MAD)	5
Skewness	-0.045473404
Sum	338864
Variance	37.808589
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
16	1616	5.6%
17	1615	5.6%
6	1564	5.4%
15	1541	5.3%
14	1461	5.1%
5	1434	5.0%
13	1420	4.9%
18	1419	4.9%
4	1406	4.9%
12	1363	4.7%
Other values (14)	13966	48.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	391	1.4%
1	648	2.2%
2	713	2.5%
3	1232	4.3%
4	1406	4.9%
5	1434	5.0%
6	1564	5.4%
7	1331	4.6%
8	1251	4.3%
9	1210	4.2%

Value	Count	Frequency (%)
23	526	1.8%
22	809	2.8%
21	971	3.4%
20	1153	4.0%
19	1280	4.4%
18	1419	4.9%
17	1615	5.6%
16	1616	5.6%
15	1541	5.3%
14	1461	5.1%

NumberOfVehicles
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	450.6 KiB

1	16169
3	9711
2	2276
4	680

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	28836
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3
2nd row	3
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	16169	56.1%
3	9711	33.7%
2	2276	7.9%
4	680	2.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	16169	56.1%
3	9711	33.7%
2	2276	7.9%
4	680	2.4%

Most occurring characters

Value	Count	Frequency (%)
1	16169	56.1%
3	9711	33.7%
2	2276	7.9%
4	680	2.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	28836	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	16169	56.1%
3	9711	33.7%
2	2276	7.9%
4	680	2.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	28836	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	16169	56.1%
3	9711	33.7%
2	2276	7.9%
4	680	2.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	28836	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	16169	56.1%
3	9711	33.7%
2	2276	7.9%
4	680	2.4%

PropertyDamage
Categorical

HIGH CORRELATION MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	10459
Missing (%)	36.3%
Memory size	253.6 KiB

NO	9687
YES	8690

Length

Max length	3
Median length	2
Mean length	2.4728737
Min length	2

Characters and Unicode

Total characters	45444
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	YES
2nd row	YES
3rd row	YES
4th row	NO
5th row	NO

Common Values

Value	Count	Frequency (%)
NO	9687	33.6%
YES	8690	30.1%
(Missing)	10459	36.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
no	9687	52.7%
yes	8690	47.3%

Most occurring characters

Value	Count	Frequency (%)
N	9687	21.3%
O	9687	21.3%
Y	8690	19.1%
E	8690	19.1%
S	8690	19.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	45444	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
N	9687	21.3%
O	9687	21.3%
Y	8690	19.1%
E	8690	19.1%
S	8690	19.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	45444	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	9687	21.3%
O	9687	21.3%
Y	8690	19.1%
E	8690	19.1%
S	8690	19.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	45444	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	9687	21.3%
O	9687	21.3%
Y	8690	19.1%
E	8690	19.1%
S	8690	19.1%

BodilyInjuries
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	450.6 KiB

1	11072
0	9087
2	8677

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	28836
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	2
3rd row	2
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
1	11072	38.4%
0	9087	31.5%
2	8677	30.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	11072	38.4%
0	9087	31.5%
2	8677	30.1%

Most occurring characters

Value	Count	Frequency (%)
1	11072	38.4%
0	9087	31.5%
2	8677	30.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	28836	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	11072	38.4%
0	9087	31.5%
2	8677	30.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	28836	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	11072	38.4%
0	9087	31.5%
2	8677	30.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	28836	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	11072	38.4%
0	9087	31.5%
2	8677	30.1%

Witnesses
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	46
Missing (%)	0.2%
Memory size	450.6 KiB

2.0	8449
1.0	8345
0.0	6128
3.0	5868

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	86370
Distinct characters	5
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	1.0
3rd row	3.0
4th row	3.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
2.0	8449	29.3%
1.0	8345	28.9%
0.0	6128	21.3%
3.0	5868	20.3%
(Missing)	46	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2.0	8449	29.3%
1.0	8345	29.0%
0.0	6128	21.3%
3.0	5868	20.4%

Most occurring characters

Value	Count	Frequency (%)
0	34918	40.4%
.	28790	33.3%
2	8449	9.8%
1	8345	9.7%
3	5868	6.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	57580	66.7%
Other Punctuation	28790	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	34918	60.6%
2	8449	14.7%
1	8345	14.5%
3	5868	10.2%

Other Punctuation

Value	Count	Frequency (%)
.	28790	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	86370	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	34918	40.4%
.	28790	33.3%
2	8449	9.8%
1	8345	9.7%
3	5868	6.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	86370	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	34918	40.4%
.	28790	33.3%
2	8449	9.8%
1	8345	9.7%
3	5868	6.8%

PoliceReport
Categorical

HIGH CORRELATION MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	9805
Missing (%)	34.0%
Memory size	253.6 KiB

NO	9898
YES	9133

Length

Max length	3
Median length	2
Mean length	2.4799012
Min length	2

Characters and Unicode

Total characters	47195
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	YES
2nd row	NO
3rd row	NO
4th row	YES
5th row	NO

Common Values

Value	Count	Frequency (%)
NO	9898	34.3%
YES	9133	31.7%
(Missing)	9805	34.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
no	9898	52.0%
yes	9133	48.0%

Most occurring characters

Value	Count	Frequency (%)
N	9898	21.0%
O	9898	21.0%
Y	9133	19.4%
E	9133	19.4%
S	9133	19.4%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	47195	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
N	9898	21.0%
O	9898	21.0%
Y	9133	19.4%
E	9133	19.4%
S	9133	19.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	47195	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	9898	21.0%
O	9898	21.0%
Y	9133	19.4%
E	9133	19.4%
S	9133	19.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	47195	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	9898	21.0%
O	9898	21.0%
Y	9133	19.4%
E	9133	19.4%
S	9133	19.4%

AmountOfTotalClaim
Real number (ℝ)

Distinct	21975
Distinct (%)	76.3%
Missing	50
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	52308.545

Minimum	150
Maximum	114920
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	450.6 KiB

Quantile statistics

Minimum	150
5-th percentile	4615.25
Q1	44643.75
median	58360
Q3	68982.75
95-th percentile	84239.75
Maximum	114920
Range	114770
Interquartile range (IQR)	24339

Descriptive statistics

Standard deviation	25101.173
Coefficient of variation (CV)	0.47986753
Kurtosis	-0.29933491
Mean	52308.545
Median Absolute Deviation (MAD)	11737
Skewness	-0.78261753
Sum	1.5057538 × 10⁹
Variance	6.3006886 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6820	12	< 0.1%
5400	8	< 0.1%
60600	8	< 0.1%
55000	7	< 0.1%
5399	7	< 0.1%
63900	6	< 0.1%
5191	6	< 0.1%
5257	6	< 0.1%
4620	6	< 0.1%
5940	6	< 0.1%
Other values (21965)	28714	99.6%
(Missing)	50	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
150	1	< 0.1%
313	1	< 0.1%
334	1	< 0.1%
489	1	< 0.1%
547	1	< 0.1%
598	1	< 0.1%
681	1	< 0.1%
725	1	< 0.1%
812	1	< 0.1%
838	1	< 0.1%

Value	Count	Frequency (%)
114920	1	< 0.1%
114141	1	< 0.1%
114113	1	< 0.1%
113997	1	< 0.1%
113771	1	< 0.1%
112817	1	< 0.1%
112560	1	< 0.1%
111870	1	< 0.1%
111771	1	< 0.1%
111708	1	< 0.1%

AmountOfInjuryClaim
Real number (ℝ)

Distinct	11958
Distinct (%)	41.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7337.1184

Minimum	0
Maximum	21450
Zeros	68
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	450.6 KiB

Quantile statistics

Minimum	0
5-th percentile	546
Q1	4743.75
median	7147
Q3	10571.25
95-th percentile	14720.75
Maximum	21450
Range	21450
Interquartile range (IQR)	5827.5

Descriptive statistics

Standard deviation	4427.6386
Coefficient of variation (CV)	0.60345742
Kurtosis	-0.70257905
Mean	7337.1184
Median Absolute Deviation (MAD)	3021
Skewness	0.094468347
Sum	2.1157315 × 10⁸
Variance	19603984
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	68	0.2%
480	51	0.2%
640	34	0.1%
580	19	0.1%
536	17	0.1%
532	17	0.1%
740	17	0.1%
531	16	0.1%
600	16	0.1%
654	16	0.1%
Other values (11948)	28565	99.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	68	0.2%
3	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	2	< 0.1%
8	2	< 0.1%
11	1	< 0.1%
15	1	< 0.1%
16	1	< 0.1%
19	1	< 0.1%

Value	Count	Frequency (%)
21450	1	< 0.1%
21407	1	< 0.1%
21330	1	< 0.1%
21087	1	< 0.1%
21041	1	< 0.1%
20977	1	< 0.1%
20960	1	< 0.1%
20860	1	< 0.1%
20846	1	< 0.1%
20749	1	< 0.1%

AmountOfPropertyClaim
Real number (ℝ)

Distinct	11785
Distinct (%)	40.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7283.8702

Minimum	0
Maximum	23670
Zeros	35
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	450.6 KiB

Quantile statistics

Minimum	0
5-th percentile	548
Q1	4862
median	7051
Q3	10327
95-th percentile	14672
Maximum	23670
Range	23670
Interquartile range (IQR)	5465

Descriptive statistics

Standard deviation	4375.8427
Coefficient of variation (CV)	0.60075792
Kurtosis	-0.44838688
Mean	7283.8702
Median Absolute Deviation (MAD)	2781
Skewness	0.17557018
Sum	2.1003768 × 10⁸
Variance	19148000
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	35	0.1%
580	17	0.1%
578	16	0.1%
606	16	0.1%
506	15	0.1%
1240	15	0.1%
490	14	< 0.1%
717	14	< 0.1%
650	13	< 0.1%
461	13	< 0.1%
Other values (11775)	28668	99.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	35	0.1%
2	1	< 0.1%
8	2	< 0.1%
10	1	< 0.1%
21	1	< 0.1%
22	2	< 0.1%
23	2	< 0.1%
25	1	< 0.1%
26	3	< 0.1%
27	1	< 0.1%

Value	Count	Frequency (%)
23670	1	< 0.1%
23136	1	< 0.1%
22806	1	< 0.1%
22393	1	< 0.1%
21917	1	< 0.1%
21810	1	< 0.1%
21799	1	< 0.1%
21796	1	< 0.1%
21777	1	< 0.1%
21743	1	< 0.1%

AmountOfVehicleDamage
Real number (ℝ)

Distinct	20041
Distinct (%)	69.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37687.129

Minimum	109
Maximum	79560
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	450.6 KiB

Quantile statistics

Minimum	109
5-th percentile	3292
Q1	32193.25
median	42457.5
Q3	49535.75
95-th percentile	59936.5
Maximum	79560
Range	79451
Interquartile range (IQR)	17342.5

Descriptive statistics

Standard deviation	17977.048
Coefficient of variation (CV)	0.47700763
Kurtosis	-0.28611945
Mean	37687.129
Median Absolute Deviation (MAD)	8276.5
Skewness	-0.81990803
Sum	1.0867461 × 10⁹
Variance	3.2317426 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2560	19	0.1%
5040	12	< 0.1%
28000	11	< 0.1%
3600	8	< 0.1%
3290	8	< 0.1%
3933	8	< 0.1%
4317	7	< 0.1%
3680	7	< 0.1%
41999	7	< 0.1%
48160	7	< 0.1%
Other values (20031)	28742	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
109	1	< 0.1%
226	1	< 0.1%
236	1	< 0.1%
374	1	< 0.1%
418	1	< 0.1%
458	1	< 0.1%
524	1	< 0.1%
539	1	< 0.1%
544	1	< 0.1%
562	1	< 0.1%

Value	Count	Frequency (%)
79560	1	< 0.1%
79058	1	< 0.1%
79022	1	< 0.1%
78820	1	< 0.1%
78793	1	< 0.1%
78158	1	< 0.1%
77987	1	< 0.1%
77691	1	< 0.1%
77670	2	< 0.1%
77571	1	< 0.1%

VehicleMake
Categorical

Distinct	14
Distinct (%)	< 0.1%
Missing	50
Missing (%)	0.2%
Memory size	254.1 KiB

Saab	2415
Suburu	2313
Nissan	2300
Dodge	2263
Chevrolet	2174
Other values (9)	17321

Length

Max length	10
Median length	9
Mean length	5.6791148
Min length	3

Characters and Unicode

Total characters	163479
Distinct characters	33
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Audi
2nd row	Audi
3rd row	Volkswagen
4th row	Volkswagen
5th row	Toyota

Common Values

Value	Count	Frequency (%)
Saab	2415	8.4%
Suburu	2313	8.0%
Nissan	2300	8.0%
Dodge	2263	7.8%
Chevrolet	2174	7.5%
Ford	2158	7.5%
Accura	2099	7.3%
BMW	2073	7.2%
Toyota	1981	6.9%
Volkswagen	1960	6.8%
Other values (4)	7050	24.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
saab	2415	8.4%
suburu	2313	8.0%
nissan	2300	8.0%
dodge	2263	7.9%
chevrolet	2174	7.6%
ford	2158	7.5%
accura	2099	7.3%
bmw	2073	7.2%
toyota	1981	6.9%
volkswagen	1960	6.8%
Other values (4)	7050	24.5%

Most occurring characters

Value	Count	Frequency (%)
e	17440	10.7%
a	14663	9.0%
o	14010	8.6%
u	10990	6.7%
r	10403	6.4%
d	9525	5.8%
s	8219	5.0%
c	5857	3.6%
n	5753	3.5%
S	4728	2.9%
Other values (23)	61891	37.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	130547	79.9%
Uppercase Letter	32932	20.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	17440	13.4%
a	14663	11.2%
o	14010	10.7%
u	10990	8.4%
r	10403	8.0%
d	9525	7.3%
s	8219	6.3%
c	5857	4.5%
n	5753	4.4%
b	4728	3.6%
Other values (10)	28959	22.2%

Uppercase Letter

Value	Count	Frequency (%)
S	4728	14.4%
A	4051	12.3%
M	3732	11.3%
N	2300	7.0%
D	2263	6.9%
C	2174	6.6%
F	2158	6.6%
B	2073	6.3%
W	2073	6.3%
T	1981	6.0%
Other values (3)	5399	16.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	163479	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	17440	10.7%
a	14663	9.0%
o	14010	8.6%
u	10990	6.7%
r	10403	6.4%
d	9525	5.8%
s	8219	5.0%
c	5857	3.6%
n	5753	3.5%
S	4728	2.9%
Other values (23)	61891	37.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	163479	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	17440	10.7%
a	14663	9.0%
o	14010	8.6%
u	10990	6.7%
r	10403	6.4%
d	9525	5.8%
s	8219	5.0%
c	5857	3.6%
n	5753	3.5%
S	4728	2.9%
Other values (23)	61891	37.9%

VehicleModel
Categorical

Distinct	39
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	254.8 KiB

RAM	1344
Wrangler	1261
A3	1102
MDX	1054
Jetta	1037
Other values (34)	23038

Length

Max length	14
Median length	9
Mean length	5.1497087
Min length	2

Characters and Unicode

Total characters	148497
Distinct characters	52
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A5
2nd row	A5
3rd row	Jetta
4th row	Jetta
5th row	CRV

Common Values

Value	Count	Frequency (%)
RAM	1344	4.7%
Wrangler	1261	4.4%
A3	1102	3.8%
MDX	1054	3.7%
Jetta	1037	3.6%
Neon	928	3.2%
Pathfinder	919	3.2%
Passat	888	3.1%
Legacy	887	3.1%
92x	859	3.0%
Other values (29)	18557	64.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
ram	1344	4.5%
wrangler	1261	4.2%
a3	1102	3.7%
mdx	1054	3.5%
jetta	1037	3.5%
neon	928	3.1%
pathfinder	919	3.1%
passat	888	3.0%
legacy	887	3.0%
92x	859	2.9%
Other values (31)	19711	65.7%

Most occurring characters

Value	Count	Frequency (%)
a	14174	9.5%
e	12147	8.2%
r	11139	7.5%
i	6762	4.6%
o	6638	4.5%
t	5363	3.6%
l	5148	3.5%
n	5109	3.4%
M	5056	3.4%
s	4352	2.9%
Other values (42)	72609	48.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	95721	64.5%
Uppercase Letter	35108	23.6%
Decimal Number	16514	11.1%
Space Separator	1154	0.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	14174	14.8%
e	12147	12.7%
r	11139	11.6%
i	6762	7.1%
o	6638	6.9%
t	5363	5.6%
l	5148	5.4%
n	5109	5.3%
s	4352	4.5%
d	3248	3.4%
Other values (13)	21641	22.6%

Uppercase Letter

Value	Count	Frequency (%)
M	5056	14.4%
C	3642	10.4%
A	3568	10.2%
X	2596	7.4%
R	2283	6.5%
F	2231	6.4%
L	2170	6.2%
P	1807	5.1%
S	1501	4.3%
T	1420	4.0%
Other values (10)	8834	25.2%

Decimal Number

Value	Count	Frequency (%)
5	4228	25.6%
0	3740	22.6%
3	3338	20.2%
9	2403	14.6%
2	859	5.2%
1	797	4.8%
4	695	4.2%
6	454	2.7%

Space Separator

Value	Count	Frequency (%)
	1154	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	130829	88.1%
Common	17668	11.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	14174	10.8%
e	12147	9.3%
r	11139	8.5%
i	6762	5.2%
o	6638	5.1%
t	5363	4.1%
l	5148	3.9%
n	5109	3.9%
M	5056	3.9%
s	4352	3.3%
Other values (33)	54941	42.0%

Common

Value	Count	Frequency (%)
5	4228	23.9%
0	3740	21.2%
3	3338	18.9%
9	2403	13.6%
	1154	6.5%
2	859	4.9%
1	797	4.5%
4	695	3.9%
6	454	2.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	148497	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	14174	9.5%
e	12147	8.2%
r	11139	7.5%
i	6762	4.6%
o	6638	4.5%
t	5363	3.6%
l	5148	3.5%
n	5109	3.4%
M	5056	3.4%
s	4352	2.9%
Other values (42)	72609	48.9%

ReportedFraud
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	253.6 KiB

N	21051
Y	7785

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	28836
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	N
2nd row	N
3rd row	N
4th row	N
5th row	N

Common Values

Value	Count	Frequency (%)
N	21051	73.0%
Y	7785	27.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
n	21051	73.0%
y	7785	27.0%

Most occurring characters

Value	Count	Frequency (%)
N	21051	73.0%
Y	7785	27.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	28836	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
N	21051	73.0%
Y	7785	27.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	28836	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	21051	73.0%
Y	7785	27.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	28836	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	21051	73.0%
Y	7785	27.0%

SplitLimit
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	450.6 KiB

250	10237
100	9859
500	8740

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	86508
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	100
2nd row	100
3rd row	500
4th row	500
5th row	100

Common Values

Value	Count	Frequency (%)
250	10237	35.5%
100	9859	34.2%
500	8740	30.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
250	10237	35.5%
100	9859	34.2%
500	8740	30.3%

Most occurring characters

Value	Count	Frequency (%)
0	47435	54.8%
5	18977	21.9%
2	10237	11.8%
1	9859	11.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	86508	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	47435	54.8%
5	18977	21.9%
2	10237	11.8%
1	9859	11.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	86508	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	47435	54.8%
5	18977	21.9%
2	10237	11.8%
1	9859	11.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	86508	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	47435	54.8%
5	18977	21.9%
2	10237	11.8%
1	9859	11.4%

CombinedSingleLimit
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	450.6 KiB

500	10094
300	9942
1000	8800

Length

Max length	4
Median length	3
Mean length	3.3051741
Min length	3

Characters and Unicode

Total characters	95308
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	300
2nd row	300
3rd row	1000
4th row	1000
5th row	300

Common Values

Value	Count	Frequency (%)
500	10094	35.0%
300	9942	34.5%
1000	8800	30.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
500	10094	35.0%
300	9942	34.5%
1000	8800	30.5%

Most occurring characters

Value	Count	Frequency (%)
0	66472	69.7%
5	10094	10.6%
3	9942	10.4%
1	8800	9.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	95308	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	66472	69.7%
5	10094	10.6%
3	9942	10.4%
1	8800	9.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	95308	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	66472	69.7%
5	10094	10.6%
3	9942	10.4%
1	8800	9.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	95308	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	66472	69.7%
5	10094	10.6%
3	9942	10.4%
1	8800	9.2%

VehicleAge
Real number (ℝ)

Distinct	1295
Distinct (%)	4.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3647.6998

Minimum	0
Maximum	7363
Zeros	12
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	450.6 KiB

Quantile statistics

Minimum	0
5-th percentile	736
Q1	1884.75
median	3671
Q3	5163
95-th percentile	6632
Maximum	7363
Range	7363
Interquartile range (IQR)	3278.25

Descriptive statistics

Standard deviation	1939.6937
Coefficient of variation (CV)	0.53175804
Kurtosis	-1.0480455
Mean	3647.6998
Median Absolute Deviation (MAD)	1492
Skewness	0.046000191
Sum	1.0518507 × 10⁸
Variance	3762411.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1494	76	0.3%
4028	74	0.3%
2938	70	0.2%
1843	69	0.2%
4799	68	0.2%
3698	64	0.2%
4027	62	0.2%
2573	62	0.2%
4433	62	0.2%
2970	62	0.2%
Other values (1285)	28167	97.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	< 0.1%
1	11	< 0.1%
3	3	< 0.1%
4	1	< 0.1%
5	6	< 0.1%
6	4	< 0.1%
7	14	< 0.1%
8	10	< 0.1%
9	4	< 0.1%
14	5	< 0.1%

Value	Count	Frequency (%)
7363	6	< 0.1%
7362	2	< 0.1%
7361	5	< 0.1%
7359	9	< 0.1%
7358	11	< 0.1%
7357	19	0.1%
7356	28	0.1%
7355	5	< 0.1%
7354	5	< 0.1%
7353	6	< 0.1%

DayOfWeek
Categorical

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	253.8 KiB

Friday	4376
Tuesday	4230
Thursday	4156
Saturday	4131
Wednesday	4014
Other values (2)	7929

Length

Max length	9
Median length	8
Mean length	7.1390623
Min length	6

Characters and Unicode

Total characters	205862
Distinct characters	17
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Tuesday
2nd row	Monday
3rd row	Thursday
4th row	Monday
5th row	Friday

Common Values

Value	Count	Frequency (%)
Friday	4376	15.2%
Tuesday	4230	14.7%
Thursday	4156	14.4%
Saturday	4131	14.3%
Wednesday	4014	13.9%
Monday	3969	13.8%
Sunday	3960	13.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
friday	4376	15.2%
tuesday	4230	14.7%
thursday	4156	14.4%
saturday	4131	14.3%
wednesday	4014	13.9%
monday	3969	13.8%
sunday	3960	13.7%

Most occurring characters

Value	Count	Frequency (%)
a	32967	16.0%
d	32850	16.0%
y	28836	14.0%
u	16477	8.0%
r	12663	6.2%
s	12400	6.0%
e	12258	6.0%
n	11943	5.8%
T	8386	4.1%
S	8091	3.9%
Other values (7)	28991	14.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	177026	86.0%
Uppercase Letter	28836	14.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	32967	18.6%
d	32850	18.6%
y	28836	16.3%
u	16477	9.3%
r	12663	7.2%
s	12400	7.0%
e	12258	6.9%
n	11943	6.7%
i	4376	2.5%
h	4156	2.3%
Other values (2)	8100	4.6%

Uppercase Letter

Value	Count	Frequency (%)
T	8386	29.1%
S	8091	28.1%
F	4376	15.2%
W	4014	13.9%
M	3969	13.8%

Most occurring scripts

Value	Count	Frequency (%)
Latin	205862	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	32967	16.0%
d	32850	16.0%
y	28836	14.0%
u	16477	8.0%
r	12663	6.2%
s	12400	6.0%
e	12258	6.0%
n	11943	5.8%
T	8386	4.1%
S	8091	3.9%
Other values (7)	28991	14.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	205862	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	32967	16.0%
d	32850	16.0%
y	28836	14.0%
u	16477	8.0%
r	12663	6.2%
s	12400	6.0%
e	12258	6.0%
n	11943	5.8%
T	8386	4.1%
S	8091	3.9%
Other values (7)	28991	14.1%

MonthOfIncident
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	253.6 KiB

January	14796
February	13803
March	237

Length

Max length	8
Median length	7
Mean length	7.4622347
Min length	5

Characters and Unicode

Total characters	215181
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	February
2nd row	February
3rd row	January
4th row	January
5th row	January

Common Values

Value	Count	Frequency (%)
January	14796	51.3%
February	13803	47.9%
March	237	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
january	14796	51.3%
february	13803	47.9%
march	237	0.8%

Most occurring characters

Value	Count	Frequency (%)
a	43632	20.3%
r	42639	19.8%
u	28599	13.3%
y	28599	13.3%
J	14796	6.9%
n	14796	6.9%
F	13803	6.4%
e	13803	6.4%
b	13803	6.4%
M	237	0.1%
Other values (2)	474	0.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	186345	86.6%
Uppercase Letter	28836	13.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	43632	23.4%
r	42639	22.9%
u	28599	15.3%
y	28599	15.3%
n	14796	7.9%
e	13803	7.4%
b	13803	7.4%
c	237	0.1%
h	237	0.1%

Uppercase Letter

Value	Count	Frequency (%)
J	14796	51.3%
F	13803	47.9%
M	237	0.8%

Most occurring scripts

Value	Count	Frequency (%)
Latin	215181	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	43632	20.3%
r	42639	19.8%
u	28599	13.3%
y	28599	13.3%
J	14796	6.9%
n	14796	6.9%
F	13803	6.4%
e	13803	6.4%
b	13803	6.4%
M	237	0.1%
Other values (2)	474	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	215181	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	43632	20.3%
r	42639	19.8%
u	28599	13.3%
y	28599	13.3%
J	14796	6.9%
n	14796	6.9%
F	13803	6.4%
e	13803	6.4%
b	13803	6.4%
M	237	0.1%
Other values (2)	474	0.2%

TimeBetweenCoverageAndIncident
Real number (ℝ)

Distinct	7358
Distinct (%)	25.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4775.393

Minimum	-20
Maximum	9176
Zeros	0
Zeros (%)	0.0%
Negative	2
Negative (%)	< 0.1%
Memory size	450.6 KiB

Quantile statistics

Minimum	-20
5-th percentile	925
Q1	2792.75
median	4811
Q3	6800
95-th percentile	8500
Maximum	9176
Range	9196
Interquartile range (IQR)	4007.25

Descriptive statistics

Standard deviation	2396.1441
Coefficient of variation (CV)	0.50176898
Kurtosis	-1.0972806
Mean	4775.393
Median Absolute Deviation (MAD)	2004
Skewness	-0.047200298
Sum	1.3770323 × 10⁸
Variance	5741506.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3495	27	0.1%
3866	25	0.1%
7828	24	0.1%
5321	24	0.1%
4203	24	0.1%
2161	22	0.1%
9064	22	0.1%
2441	22	0.1%
5972	21	0.1%
7942	20	0.1%
Other values (7348)	28605	99.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-20	1	< 0.1%
-19	1	< 0.1%
5	1	< 0.1%
6	3	< 0.1%
7	2	< 0.1%
11	1	< 0.1%
12	3	< 0.1%
13	1	< 0.1%
16	1	< 0.1%
22	1	< 0.1%

Value	Count	Frequency (%)
9176	1	< 0.1%
9175	2	< 0.1%
9172	3	< 0.1%
9171	2	< 0.1%
9155	1	< 0.1%
9154	1	< 0.1%
9152	3	< 0.1%
9140	4	< 0.1%
9139	1	< 0.1%
9133	3	< 0.1%

Auto

Heatmap
Table

	InsuredAge	InsuredZipCode	CapitalGains	CapitalLoss	CustomerLoyaltyPeriod	Policy_Deductible	PolicyAnnualPremium	UmbrellaLimit	IncidentTime	AmountOfTotalClaim	AmountOfInjuryClaim	AmountOfPropertyClaim	AmountOfVehicleDamage	VehicleAge	TimeBetweenCoverageAndIncident	InsuredGender	InsuredEducationLevel	InsuredOccupation	InsuredHobbies	InsurancePolicyState	InsuredRelationship	TypeOfIncident	TypeOfCollission	SeverityOfIncident	AuthoritiesContacted	IncidentState	IncidentCity	NumberOfVehicles	PropertyDamage	BodilyInjuries	Witnesses	PoliceReport	VehicleMake	VehicleModel	ReportedFraud	SplitLimit	CombinedSingleLimit	DayOfWeek	MonthOfIncident
InsuredAge	1.000	0.034	-0.023	0.011	0.926	0.039	0.063	-0.010	0.120	0.073	0.089	0.075	0.051	0.001	0.046	0.088	0.053	0.055	0.076	0.045	0.050	0.059	0.071	0.065	0.058	0.040	0.049	0.062	0.065	0.058	0.071	0.043	0.059	0.096	0.028	0.039	0.039	0.030	0.064
InsuredZipCode	0.034	1.000	-0.005	0.027	0.040	0.004	0.033	0.016	0.004	0.015	0.005	0.009	0.004	0.011	0.005	0.650	0.604	0.575	0.572	0.638	0.594	0.832	0.658	0.727	0.693	0.595	0.596	0.646	0.700	0.675	0.604	0.706	0.597	0.580	0.836	0.721	0.719	0.205	0.677
CapitalGains	-0.023	-0.005	1.000	-0.048	-0.008	0.020	-0.007	-0.046	-0.013	0.003	0.005	0.003	0.004	-0.025	-0.042	0.032	0.065	0.066	0.088	0.060	0.057	0.077	0.080	0.064	0.061	0.058	0.048	0.069	0.068	0.086	0.063	0.055	0.071	0.121	0.077	0.056	0.063	0.017	0.067
CapitalLoss	0.011	0.027	-0.048	1.000	0.016	-0.041	0.013	-0.019	-0.022	-0.020	-0.025	-0.018	-0.013	0.064	0.048	0.073	0.062	0.073	0.081	0.059	0.062	0.080	0.085	0.072	0.073	0.061	0.060	0.059	0.120	0.067	0.057	0.056	0.070	0.117	0.031	0.060	0.057	0.017	0.070
CustomerLoyaltyPeriod	0.926	0.040	-0.008	0.016	1.000	0.040	0.050	-0.003	0.098	0.062	0.077	0.050	0.048	0.002	0.046	0.082	0.052	0.059	0.074	0.039	0.049	0.057	0.064	0.062	0.058	0.038	0.048	0.055	0.070	0.065	0.066	0.070	0.059	0.095	0.042	0.045	0.049	0.035	0.067
Policy_Deductible	0.039	0.004	0.020	-0.041	0.040	1.000	-0.015	-0.012	0.089	0.022	0.027	0.064	0.003	-0.027	0.059	0.036	0.030	0.052	0.046	0.022	0.027	0.048	0.042	0.030	0.031	0.039	0.036	0.062	0.047	0.047	0.059	0.046	0.041	0.078	0.047	0.038	0.043	0.020	0.040
PolicyAnnualPremium	0.063	0.033	-0.007	0.013	0.050	-0.015	1.000	-0.002	-0.009	-0.005	-0.022	-0.010	0.001	0.016	0.001	0.091	0.052	0.055	0.070	0.049	0.037	0.053	0.040	0.056	0.050	0.048	0.059	0.049	0.078	0.049	0.056	0.056	0.056	0.094	0.058	0.068	0.063	0.034	0.057
UmbrellaLimit	-0.010	0.016	-0.046	-0.019	-0.003	-0.012	-0.002	1.000	-0.022	-0.032	-0.039	-0.000	-0.030	-0.006	-0.052	0.027	0.032	0.043	0.060	0.042	0.061	0.049	0.039	0.042	0.035	0.047	0.051	0.053	0.082	0.087	0.029	0.063	0.058	0.084	0.081	0.039	0.029	0.024	0.042
IncidentTime	0.120	0.004	-0.013	-0.022	0.098	0.089	-0.009	-0.022	1.000	0.214	0.223	0.201	0.214	-0.043	-0.049	0.025	0.046	0.055	0.066	0.049	0.043	0.247	0.064	0.183	0.160	0.062	0.050	0.136	0.072	0.066	0.063	0.082	0.055	0.086	0.049	0.041	0.039	0.024	0.068
AmountOfTotalClaim	0.073	0.015	0.003	-0.020	0.062	0.022	-0.005	-0.032	0.214	1.000	0.787	0.801	0.965	0.028	0.015	0.063	0.073	0.069	0.080	0.050	0.047	0.569	0.068	0.420	0.383	0.068	0.053	0.248	0.074	0.071	0.058	0.069	0.068	0.120	0.165	0.067	0.065	0.032	0.059
AmountOfInjuryClaim	0.089	0.005	0.005	-0.025	0.077	0.027	-0.022	-0.039	0.223	0.787	1.000	0.575	0.680	0.025	0.005	0.043	0.060	0.063	0.083	0.058	0.060	0.536	0.043	0.394	0.366	0.061	0.050	0.225	0.078	0.068	0.064	0.081	0.065	0.109	0.137	0.069	0.066	0.033	0.097
AmountOfPropertyClaim	0.075	0.009	0.003	-0.018	0.050	0.064	-0.010	-0.000	0.201	0.801	0.575	1.000	0.700	-0.018	0.013	0.052	0.065	0.065	0.084	0.051	0.042	0.545	0.056	0.401	0.366	0.066	0.057	0.233	0.066	0.072	0.070	0.080	0.062	0.114	0.157	0.072	0.073	0.029	0.075
AmountOfVehicleDamage	0.051	0.004	0.004	-0.013	0.048	0.003	0.001	-0.030	0.214	0.965	0.680	0.700	1.000	0.039	0.005	0.037	0.074	0.068	0.077	0.049	0.037	0.570	0.070	0.421	0.382	0.062	0.046	0.250	0.084	0.065	0.054	0.074	0.061	0.112	0.171	0.070	0.071	0.034	0.066
VehicleAge	0.001	0.011	-0.025	0.064	0.002	-0.027	0.016	-0.006	-0.043	0.028	0.025	-0.018	0.039	1.000	0.014	0.072	0.052	0.061	0.064	0.065	0.050	0.065	0.020	0.049	0.052	0.050	0.049	0.053	0.019	0.070	0.065	0.081	0.056	0.094	0.043	0.060	0.055	0.033	0.090
TimeBetweenCoverageAndIncident	0.046	0.005	-0.042	0.048	0.046	0.059	0.001	-0.052	-0.049	0.015	0.005	0.013	0.005	0.014	1.000	0.066	0.048	0.055	0.068	0.055	0.060	0.065	0.035	0.046	0.055	0.045	0.048	0.074	0.084	0.061	0.087	0.038	0.054	0.097	0.041	0.040	0.040	0.028	0.063
InsuredGender	0.088	0.650	0.032	0.073	0.082	0.036	0.091	0.027	0.025	0.063	0.043	0.052	0.037	0.072	0.066	1.000	0.013	0.061	0.089	0.003	0.014	0.036	0.013	0.020	0.077	0.072	0.073	0.037	0.015	0.009	0.041	0.000	0.056	0.133	0.025	0.062	0.063	0.000	0.033
InsuredEducationLevel	0.053	0.604	0.065	0.062	0.052	0.030	0.052	0.032	0.046	0.073	0.060	0.065	0.074	0.052	0.048	0.013	1.000	0.077	0.095	0.053	0.054	0.079	0.087	0.072	0.056	0.062	0.060	0.046	0.092	0.067	0.058	0.090	0.081	0.130	0.037	0.083	0.091	0.009	0.058
InsuredOccupation	0.055	0.575	0.066	0.073	0.059	0.052	0.055	0.043	0.055	0.069	0.063	0.065	0.068	0.061	0.055	0.061	0.077	1.000	0.091	0.079	0.080	0.115	0.072	0.091	0.071	0.081	0.072	0.092	0.072	0.117	0.078	0.085	0.076	0.128	0.120	0.103	0.104	0.028	0.097
InsuredHobbies	0.076	0.572	0.088	0.081	0.074	0.046	0.070	0.060	0.066	0.080	0.083	0.084	0.077	0.064	0.068	0.089	0.095	0.091	1.000	0.096	0.098	0.127	0.126	0.104	0.107	0.104	0.097	0.085	0.114	0.100	0.093	0.153	0.092	0.125	0.370	0.113	0.112	0.027	0.080
InsurancePolicyState	0.045	0.638	0.060	0.059	0.039	0.022	0.049	0.042	0.049	0.050	0.058	0.051	0.049	0.065	0.055	0.003	0.053	0.079	0.096	1.000	0.028	0.028	0.056	0.026	0.054	0.061	0.052	0.032	0.068	0.055	0.025	0.055	0.086	0.138	0.037	0.034	0.033	0.000	0.027
InsuredRelationship	0.050	0.594	0.057	0.062	0.049	0.027	0.037	0.061	0.043	0.047	0.060	0.042	0.037	0.050	0.060	0.014	0.054	0.080	0.098	0.028	1.000	0.065	0.066	0.046	0.055	0.056	0.057	0.064	0.017	0.042	0.050	0.083	0.079	0.132	0.076	0.060	0.062	0.014	0.036
TypeOfIncident	0.059	0.832	0.077	0.080	0.057	0.048	0.053	0.049	0.247	0.569	0.536	0.545	0.570	0.065	0.065	0.036	0.079	0.115	0.127	0.028	0.065	1.000	0.063	0.415	0.438	0.085	0.077	0.522	0.069	0.048	0.043	0.060	0.106	0.198	0.152	0.058	0.061	0.023	0.082
TypeOfCollission	0.071	0.658	0.080	0.085	0.064	0.042	0.040	0.039	0.064	0.068	0.043	0.056	0.070	0.020	0.035	0.013	0.087	0.072	0.126	0.056	0.066	0.063	1.000	0.006	0.056	0.090	0.071	0.076	0.009	0.008	0.068	0.058	0.088	0.162	0.048	0.043	0.037	0.021	0.049
SeverityOfIncident	0.065	0.727	0.064	0.072	0.062	0.030	0.056	0.042	0.183	0.420	0.394	0.401	0.421	0.049	0.046	0.020	0.072	0.091	0.104	0.026	0.046	0.415	0.006	1.000	0.320	0.066	0.050	0.177	0.078	0.009	0.044	0.069	0.088	0.156	0.447	0.043	0.038	0.021	0.028
AuthoritiesContacted	0.058	0.693	0.061	0.073	0.058	0.031	0.050	0.035	0.160	0.383	0.366	0.366	0.382	0.052	0.055	0.077	0.056	0.071	0.107	0.054	0.055	0.438	0.056	0.320	1.000	0.069	0.062	0.178	0.025	0.045	0.049	0.077	0.081	0.136	0.140	0.074	0.074	0.026	0.058
IncidentState	0.040	0.595	0.058	0.061	0.038	0.039	0.048	0.047	0.062	0.068	0.061	0.066	0.062	0.050	0.045	0.072	0.062	0.081	0.104	0.061	0.056	0.085	0.090	0.066	0.069	1.000	0.051	0.054	0.061	0.056	0.060	0.094	0.075	0.131	0.129	0.059	0.056	0.018	0.053
IncidentCity	0.049	0.596	0.048	0.060	0.048	0.036	0.059	0.051	0.050	0.053	0.050	0.057	0.046	0.049	0.048	0.073	0.060	0.072	0.097	0.052	0.057	0.077	0.071	0.050	0.062	0.051	1.000	0.064	0.109	0.064	0.048	0.055	0.073	0.133	0.056	0.045	0.042	0.018	0.038
NumberOfVehicles	0.062	0.646	0.069	0.059	0.055	0.062	0.049	0.053	0.136	0.248	0.225	0.233	0.250	0.053	0.074	0.037	0.046	0.092	0.085	0.032	0.064	0.522	0.076	0.177	0.178	0.054	0.064	1.000	0.043	0.046	0.039	0.018	0.089	0.163	0.059	0.036	0.040	0.028	0.089
PropertyDamage	0.065	0.700	0.068	0.120	0.070	0.047	0.078	0.082	0.072	0.074	0.078	0.066	0.084	0.019	0.084	0.015	0.092	0.072	0.114	0.068	0.017	0.069	0.009	0.078	0.025	0.061	0.109	0.043	1.000	0.053	0.048	0.048	0.097	0.179	0.047	0.019	0.022	0.032	0.036
BodilyInjuries	0.058	0.675	0.086	0.067	0.065	0.047	0.049	0.087	0.066	0.071	0.068	0.072	0.065	0.070	0.061	0.009	0.067	0.117	0.100	0.055	0.042	0.048	0.008	0.009	0.045	0.056	0.064	0.046	0.053	1.000	0.057	0.000	0.070	0.115	0.025	0.040	0.035	0.021	0.035
Witnesses	0.071	0.604	0.063	0.057	0.066	0.059	0.056	0.029	0.063	0.058	0.064	0.070	0.054	0.065	0.087	0.041	0.058	0.078	0.093	0.025	0.050	0.043	0.068	0.044	0.049	0.060	0.048	0.039	0.048	0.057	1.000	0.075	0.065	0.116	0.075	0.073	0.072	0.032	0.044
PoliceReport	0.043	0.706	0.055	0.056	0.070	0.046	0.056	0.063	0.082	0.069	0.081	0.080	0.074	0.081	0.038	0.000	0.090	0.085	0.153	0.055	0.083	0.060	0.058	0.069	0.077	0.094	0.055	0.018	0.048	0.000	0.075	1.000	0.072	0.172	0.000	0.044	0.045	0.019	0.039
VehicleMake	0.059	0.597	0.071	0.070	0.059	0.041	0.056	0.058	0.055	0.068	0.065	0.062	0.061	0.056	0.054	0.056	0.081	0.076	0.092	0.086	0.079	0.106	0.088	0.088	0.081	0.075	0.073	0.089	0.097	0.070	0.065	0.072	1.000	0.571	0.109	0.091	0.091	0.023	0.083
VehicleModel	0.096	0.580	0.121	0.117	0.095	0.078	0.094	0.084	0.086	0.120	0.109	0.114	0.112	0.094	0.097	0.133	0.130	0.128	0.125	0.138	0.132	0.198	0.162	0.156	0.136	0.131	0.133	0.163	0.179	0.115	0.116	0.172	0.571	1.000	0.193	0.154	0.153	0.042	0.152
ReportedFraud	0.028	0.836	0.077	0.031	0.042	0.047	0.058	0.081	0.049	0.165	0.137	0.157	0.171	0.043	0.041	0.025	0.037	0.120	0.370	0.037	0.076	0.152	0.048	0.447	0.140	0.129	0.056	0.059	0.047	0.025	0.075	0.000	0.109	0.193	1.000	0.034	0.038	0.021	0.032
SplitLimit	0.039	0.721	0.056	0.060	0.045	0.038	0.068	0.039	0.041	0.067	0.069	0.072	0.070	0.060	0.040	0.062	0.083	0.103	0.113	0.034	0.060	0.058	0.043	0.043	0.074	0.059	0.045	0.036	0.019	0.040	0.073	0.044	0.091	0.154	0.034	1.000	0.712	0.013	0.028
CombinedSingleLimit	0.039	0.719	0.063	0.057	0.049	0.043	0.063	0.029	0.039	0.065	0.066	0.073	0.071	0.055	0.040	0.063	0.091	0.104	0.112	0.033	0.062	0.061	0.037	0.038	0.074	0.056	0.042	0.040	0.022	0.035	0.072	0.045	0.091	0.153	0.038	0.712	1.000	0.020	0.031
DayOfWeek	0.030	0.205	0.017	0.017	0.035	0.020	0.034	0.024	0.024	0.032	0.033	0.029	0.034	0.033	0.028	0.000	0.009	0.028	0.027	0.000	0.014	0.023	0.021	0.021	0.026	0.018	0.018	0.028	0.032	0.021	0.032	0.019	0.023	0.042	0.021	0.013	0.020	1.000	0.082
MonthOfIncident	0.064	0.677	0.067	0.070	0.067	0.040	0.057	0.042	0.068	0.059	0.097	0.075	0.066	0.090	0.063	0.033	0.058	0.097	0.080	0.027	0.036	0.082	0.049	0.028	0.058	0.053	0.038	0.089	0.036	0.035	0.044	0.039	0.083	0.152	0.032	0.028	0.031	0.082	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	InsuredAge	InsuredZipCode	InsuredGender	InsuredEducationLevel	InsuredOccupation	InsuredHobbies	CapitalGains	CapitalLoss	CustomerLoyaltyPeriod	InsurancePolicyState	Policy_Deductible	PolicyAnnualPremium	UmbrellaLimit	InsuredRelationship	TypeOfIncident	TypeOfCollission	SeverityOfIncident	AuthoritiesContacted	IncidentState	IncidentCity	IncidentAddress	IncidentTime	NumberOfVehicles	PropertyDamage	BodilyInjuries	Witnesses	PoliceReport	AmountOfTotalClaim	AmountOfInjuryClaim	AmountOfPropertyClaim	AmountOfVehicleDamage	VehicleMake	VehicleModel	ReportedFraud	SplitLimit	CombinedSingleLimit	VehicleAge	DayOfWeek	MonthOfIncident	TimeBetweenCoverageAndIncident
0	35	454776	MALE	JD	armed-forces	movies	56700	-48500	49	State1	1000	1632.73	0	not-in-family	Multi-vehicle Collision	Side Collision	Total Loss	Police	State7	City1	Location 1311	17.0	3	NaN	1	0.0	NaN	65501.0	13417	6071	46013	Audi	A5	N	100	300	2590	Tuesday	February	5945
1	36	454776	MALE	JD	tech-support	cross-fit	70600	-48500	114	State1	1000	1255.19	0	not-in-family	Multi-vehicle Collision	Side Collision	Total Loss	Police	State7	City5	Location 1311	10.0	3	YES	2	1.0	YES	61382.0	15560	5919	39903	Audi	A5	N	100	300	3319	Monday	February	5192
2	33	603260	MALE	JD	armed-forces	polo	66400	-63700	167	State3	617	1373.38	0	wife	Single Vehicle Collision	Side Collision	Minor Damage	Other	State8	City6	Location 2081	22.0	1	YES	2	3.0	NO	66755.0	11630	11630	43495	Volkswagen	Jetta	N	500	1000	5858	Thursday	January	5085
3	36	474848	MALE	JD	armed-forces	polo	47900	-73400	190	State2	722	1337.60	0	own-child	Single Vehicle Collision	Side Collision	Minor Damage	Other	State9	City6	Location 2081	22.0	1	YES	2	3.0	NO	66243.0	12003	12003	42237	Volkswagen	Jetta	N	500	1000	4401	Monday	January	3570
4	29	457942	FEMALE	High School	exec-managerial	dancing	0	-41500	115	State2	500	1353.73	4279863	unmarried	Single Vehicle Collision	Rear Collision	Minor Damage	Fire	State8	City6	Location 1695	10.0	1	NO	2	1.0	YES	53544.0	8829	7234	37481	Toyota	CRV	N	100	300	1834	Friday	January	6650
5	28	457942	FEMALE	High School	exec-managerial	dancing	0	-41500	101	State2	500	1334.49	3921366	unmarried	Single Vehicle Collision	Rear Collision	Minor Damage	Fire	State7	City6	Location 1695	7.0	1	NO	1	2.0	NaN	53167.0	7818	8132	37217	Toyota	CRV	N	100	300	1498	Saturday	February	5585
6	57	476456	MALE	Masters	adm-clerical	sleeping	67400	0	471	State3	512	1214.78	165819	own-child	Single Vehicle Collision	Front Collision	Minor Damage	Ambulance	State5	City4	Location 1440	20.0	1	NaN	0	2.0	NO	77453.0	6476	12822	58155	Mercedes	C300	N	100	300	5508	Friday	January	7286
7	49	476456	MALE	Masters	adm-clerical	sleeping	67400	0	340	State3	877	1159.81	5282219	own-child	Single Vehicle Collision	Front Collision	Minor Damage	Police	State5	City3	Location 1440	18.0	1	NaN	0	2.0	NO	60569.0	5738	7333	47498	Suburu	C300	N	100	300	1837	Monday	January	7994
8	27	432896	FEMALE	High School	handlers-cleaners	camping	56400	-32800	81	State2	2000	989.53	0	own-child	Multi-vehicle Collision	Front Collision	Minor Damage	Ambulance	State9	City2	Location 1521	3.0	3	YES	0	0.0	NaN	67876.0	6788	7504	53584	Volkswagen	Passat	N	500	1000	7341	Friday	February	6117
9	48	466132	MALE	MD	craft-repair	sleeping	53300	0	328	State3	1000	1406.91	0	husband	Single Vehicle Collision	Side Collision	Major Damage	Police	State7	City2	Location 1596	5.0	1	YES	1	2.0	YES	71610.0	6510	13020	52080	Saab	92x	Y	250	500	4042	Sunday	January	100

	InsuredAge	InsuredZipCode	InsuredGender	InsuredEducationLevel	InsuredOccupation	InsuredHobbies	CapitalGains	CapitalLoss	CustomerLoyaltyPeriod	InsurancePolicyState	Policy_Deductible	PolicyAnnualPremium	UmbrellaLimit	InsuredRelationship	TypeOfIncident	TypeOfCollission	SeverityOfIncident	AuthoritiesContacted	IncidentState	IncidentCity	IncidentAddress	IncidentTime	NumberOfVehicles	PropertyDamage	BodilyInjuries	Witnesses	PoliceReport	AmountOfTotalClaim	AmountOfInjuryClaim	AmountOfPropertyClaim	AmountOfVehicleDamage	VehicleMake	VehicleModel	ReportedFraud	SplitLimit	CombinedSingleLimit	VehicleAge	DayOfWeek	MonthOfIncident	TimeBetweenCoverageAndIncident
28826	31	614187	FEMALE	High School	priv-house-serv	movies	39600	-64300	99	State2	831	978.06	0	husband	Single Vehicle Collision	Front Collision	Total Loss	Other	State5	City3	Location 1035	14.0	1	NaN	2	2.0	YES	85436.0	13131	13131	59174	Saab	Neon	N	250	500	5860	Saturday	January	5936
28827	38	434293	MALE	MD	priv-house-serv	exercise	46300	-49200	239	State2	1858	1125.11	568851	unmarried	Multi-vehicle Collision	Front Collision	Total Loss	Fire	State5	City4	Location 1908	3.0	3	NaN	1	3.0	NaN	51953.0	5385	5385	41183	Saab	93	N	500	1000	6227	Monday	January	8636
28828	49	468313	MALE	MD	priv-house-serv	exercise	46300	0	339	State2	1344	1129.52	2623811	unmarried	Multi-vehicle Collision	Front Collision	Total Loss	Other	State5	City4	Location 1908	14.0	3	NaN	2	3.0	NaN	57635.0	8293	8293	41049	Suburu	93	N	500	1000	4029	Monday	January	6680
28829	45	450339	FEMALE	Associate	craft-repair	dancing	0	0	296	State3	986	1596.50	0	wife	Single Vehicle Collision	Rear Collision	Minor Damage	Other	State5	City2	Location 1658	8.0	1	YES	1	2.0	NO	63845.0	12354	8252	43239	BMW	Civic	N	100	300	6258	Thursday	February	4726
28830	45	600561	MALE	Masters	protective-serv	dancing	0	0	296	State1	952	1347.42	0	other-relative	Vehicle Theft	NaN	Trivial Damage	None	State9	City4	Location 1858	4.0	1	NO	0	2.0	NaN	7262.0	698	1304	5260	Ford	Impreza	N	500	1000	6219	Sunday	January	8374
28831	46	600561	MALE	Masters	protective-serv	sleeping	0	0	321	State1	655	1276.01	0	unmarried	Vehicle Theft	NaN	Trivial Damage	Police	State9	City4	Location 1890	3.0	1	NO	0	3.0	NaN	6590.0	870	1078	4642	Suburu	Impreza	N	500	1000	2945	Saturday	January	6125
28832	44	439304	MALE	Masters	adm-clerical	dancing	0	-28800	237	State2	1089	1273.38	0	unmarried	Single Vehicle Collision	Front Collision	Minor Damage	Fire	State8	City3	Location 2097	17.0	1	YES	0	2.0	YES	74547.0	14699	7875	51973	Jeep	Wrangler	N	100	300	4422	Monday	February	3807
28833	53	460722	MALE	PhD	transport-moving	base-jumping	63100	-43800	392	State3	787	1380.92	3448735	own-child	Single Vehicle Collision	Rear Collision	Minor Damage	Fire	State9	City7	Location 1452	1.0	1	YES	2	0.0	YES	55305.0	7043	7043	41219	Suburu	Legacy	N	250	500	4045	Wednesday	January	5984
28834	53	472634	MALE	Associate	transport-moving	skydiving	67400	-43800	391	State3	780	1389.29	3364301	not-in-family	Single Vehicle Collision	Rear Collision	Minor Damage	Ambulance	State9	City3	Location 1876	1.0	1	NaN	2	0.0	YES	55830.0	7059	7059	41712	Suburu	Forrestor	N	250	500	4045	Wednesday	January	6015
28835	36	450730	FEMALE	PhD	handlers-cleaners	base-jumping	46400	-74300	191	State2	2000	928.43	2909175	husband	Single Vehicle Collision	Front Collision	Total Loss	Other	State8	City3	Location 1874	9.0	1	NO	1	3.0	YES	68969.0	12075	6038	50856	Suburu	E400	N	500	1000	2934	Tuesday	January	4294

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Decimal Number

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories